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| Toward Human-centered XAI in Practice: A survey 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770 作者: Xiangwei Kong; Shujie Liu; Luhao Zhu
Adobe PDF(1550Kb)  |   收藏  |  浏览/下载:11/1  |  提交时间:2024/07/18 Artificial intelligence (AI) application explainable AI (XAI) human-centered design visual computing medical diagnosis |
| Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739 作者: Huilin Zhou; Jie Ren; Huiqi Deng; Xu Cheng; Jinpeng Zhang ; Quanshi Zhang
Adobe PDF(2984Kb)  |   收藏  |  浏览/下载:13/3  |  提交时间:2024/07/18 Model interpretability and transparency explainable AI game theory interaction deep learning |
| Rethinking Global Context in Crowd Counting 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651 作者: Guolei Sun; Yun Liu; Thomas Probst; Danda Pani Paudel; Nikola Popovic; Luc Van Gool
Adobe PDF(2388Kb)  |   收藏  |  浏览/下载:12/4  |  提交时间:2024/07/18 Crowd counting vision transformer global context attention density map |
| Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630 作者: Wei Ji; Jingjing Li; Qi Bi; Tingwei Liu; Wenbo Li ; Li Cheng
Adobe PDF(11623Kb)  |   收藏  |  浏览/下载:5/2  |  提交时间:2024/07/18 Segment anything model (SAM) visual perception segmentation foundational model computer vision |
| Autonomy Evaluation of Unmanned Systems Based on Task Models 期刊论文 Machine Intelligence Research, 2024, 页码: 1-16 作者: Yi Zou; Zehao Ni; Xun Lei; Chi Zhang![](/image/person.jpg)
Adobe PDF(1801Kb)  |   收藏  |  浏览/下载:39/11  |  提交时间:2024/06/27 |
| Latent Landmark Graph for Efficient Exploration-Exploitation Balance in Hierarchical Reinforcement Learning 期刊论文 Machine Intelligence Research, 2023, 页码: 158 作者: Zhang Qingyang ; Zhang Hongming; Xing Dengpeng ; Bo Xu![](/image/person.jpg)
Adobe PDF(9639Kb)  |   收藏  |  浏览/下载:21/9  |  提交时间:2024/06/25 |
| A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources 期刊论文 Machine Intelligence Research, 2024, 页码: 1 作者: Wang, Chenhao ; Li, Jiachun; Chen, Yubo ; Liu, Kang ; Zhao, Jun![](/image/person.jpg)
Adobe PDF(1228Kb)  |   收藏  |  浏览/下载:21/5  |  提交时间:2024/06/25 |
| GraphFM: Graph Factorization Machines for Feature Interaction Modeling 期刊论文 Machine Intelligence Research, 2024, 页码: 1 作者: Shu Wu ; Zekun Li ; Yunyue Su; Zeyu Cui ; Xiaoyu Zhang; Liang Wang![](/image/person.jpg)
Adobe PDF(7938Kb)  |   收藏  |  浏览/下载:34/8  |  提交时间:2024/06/21 |
| Prompting Large Language Models for Automatic Question Tagging 期刊论文 Machine Intelligence Research, 2024, 页码: 0 作者: Nuojia Xu ; Dizhan Xue; Shengsheng Qian ; Quan Fang ; Jun Hu
Adobe PDF(1493Kb)  |   收藏  |  浏览/下载:46/20  |  提交时间:2024/06/04 Community Question Answering Machine Learning Large Language Model Prompt Learning Question Tagging |
| Generalized Embedding Machines for Recommender Systems 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 571-584 作者: Enneng Yang; Xin Xin; Li Shen; Yudong Luo; Guibing Guo
Adobe PDF(1617Kb)  |   收藏  |  浏览/下载:69/24  |  提交时间:2024/05/23 Feature interactions, high-order interaction, factorization machine (FM), recommender system, graph neural network (GNN) |